Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Redpanda Console is a developer-friendly UI for managing your Kafka/Redpanda workloads. Console gives you a simple, interactive approach for gaining visibility into your topics, masking data, managing consumer groups, and exploring real-time data with time-travel debugging.

01Result

redpanda-data/console ↗

redpanda-data/console AI coding statistics: 27%

of 742 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
27% agent · top contributor 22.5%20 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

200
agent commits
542
other considered commits
20
agent contributors
22.5%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

200assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-028.7%127
2026-0322.9%175
2026-0440.5%111
2026-055.4%74
2026-0639.2%97
2026-0749.2%65
2026-0817.2%58
2026-0957.1%35

Peak month: 57.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic19926.8%
OpenAI CodexOpenAI10.1%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • ac6d57d6 on GitHub[Chakra exit · Phase 3 · PR 14] frontend: delete the dead Chakra and antd Claude Code
  • 468653db on GitHub[Chakra exit · Phase 3 · PR 13] frontend: remove the @redpanda-data/ui depClaude Code
  • 761148d6 on GitHub[Chakra exit · Phase 2 · PR 16] frontend: the security ACLs tab on RegistrClaude Code
  • 4f119a3a on GitHubfix(deps): harden frontend dependency graph (#2584)OpenAI Codex

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window929
Merge commits removed−175
CI / dependency bots removed−12
Considered742

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →TypeScript AI coding statisticsCompare evidence across TypeScript repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli redpanda-data/console

Scan another repository

Try